Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/5447
Author(s): Patrícia C. T. Gonçalves
João Manuel R. S. Tavares
R. M. Natal Jorge
Title: Segmentation and simulation of objects in pedobarography images using physical principles
Issue Date: 2008
Abstract: The goals of the present work are to automatically extract the contour of an object and to simulate its deformation using a physical approach. Thus, to segment an object represented in an image, an initial contour is manually defined for it that will then automatically evolve until it equals the border of the desired object. The contour is modelled by a physical formulation, and its evolution to the desired final contour is driven by internal and external forces. To build the physical model of the contour used in the segmentation process, we adopted the isoparametric finite element proposed by Sclaroff, and to obtain its evolution towards the object border we used the methodology presented by Nastar that consists in solving the dynamic equilibrium equation between two consecutive instants.As for the simulation of the deformation between two different instances of an object, or between two objects, after their contours have been properly modelled, modal analysis, complemented with global optimization techniques, is employed to establish the correspondence between their nodes (data points). After the matching phase, the displacements field between the two contours is simulated using the dynamic equilibrium equation.The proposed approach will be here considered in dynamic pedobarography images.
Subject: Engenharia
Engineering
URI: https://repositorio-aberto.up.pt/handle/10216/5447
Source: EUROMEDIA' 2008 - Fourteenth Annual Scientific Conference on web Technology, New Media, Communications and Telematics Theory and Applications
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: restrictedAccess
License: https://creativecommons.org/licenses/by-nc/4.0/
Appears in Collections:FEUP - Artigo em Livro de Atas de Conferência Internacional

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